Blog
Notes from the field
Playbooks, product updates, and lessons from building autonomous growth agents.

Clay alternatives: 7 options, and what each is actually for
Clay is the best list-building tool on the market. Here are the alternatives worth considering, what each does better, and the job none of them cover.
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What is a deal monitor agent?
A deal monitor agent is an AI agent assigned to a single lead that watches for silence, stalled stages, missed commitments and account triggers, then brings the lead back to the rep with a reason and a drafted next step.

Needle vs Viktor: specialist or generalist agent?
Viktor is a capable generalist AI employee. Needle is a revenue specialist. Where each one fits, and when to choose which.

Needle vs Claude Tag: one model or the best model?
Claude Tag puts a proactive Claude teammate in Slack, but it runs only Claude and isn't built for revenue. Where each one fits, side by side.

Needle vs Slackbot: which AI agent for your team?
Slackbot is a capable AI teammate now, but it's tied to Slack, Salesforce, and one model. Where each one fits, side by side.

Introducing proactive Needle agents for revenue teams
We're going all-in on proactive agents that do the work, not just surface it.